{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T05:31:41Z","timestamp":1745559101371,"version":"3.37.3"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095109","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":8,"title":["Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning"],"prefix":"10.1109","author":[{"given":"Djordje","family":"Batic","sequence":"first","affiliation":[{"name":"University of Strathclyde,Dept. Electronic & Electrical Engineering,Glasgow,United Kingdom"}]},{"given":"Giulia","family":"Tanoni","sequence":"additional","affiliation":[{"name":"Università Politecnica Delle Marche,Dept. Information Engineering,Ancona,Italy"}]},{"given":"Lina","family":"Stankovic","sequence":"additional","affiliation":[{"name":"University of Strathclyde,Dept. Electronic & Electrical Engineering,Glasgow,United Kingdom"}]},{"given":"Vladimir","family":"Stankovic","sequence":"additional","affiliation":[{"name":"University of Strathclyde,Dept. Electronic & Electrical Engineering,Glasgow,United Kingdom"}]},{"given":"Emanuele","family":"Principi","sequence":"additional","affiliation":[{"name":"Università Politecnica Delle Marche,Dept. Information Engineering,Ancona,Italy"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v38i3.2741"},{"article-title":"Intriguing properties of neural networks","year":"2013","author":"szegedy","key":"ref12"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-08987-4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0088-2"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/sdata.2016.122","article-title":"An electrical load measurements dataset of united kingdom house-holds from a two-year longitudinal study","volume":"4","author":"murray","year":"2017","journal-title":"Scientific Data"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3486611.3492410"},{"key":"ref22","first-page":"618","article-title":"Grad-cam: Visual explanations from deep networks via gradient-based localization","author":"selvaraju","year":"2017","journal-title":"Proceedings of the IEEE International Conference on Computer Vision"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyai.2022.100169"},{"key":"ref21","first-page":"1","article-title":"Multi-label appliance classification with weakly labeled data for non-intrusive load monitoring","author":"tanoni","year":"2022","journal-title":"IEEE Transactions on Smart Grid"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/en14092390"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2012.08.062"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s22155838"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.07.015"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/sdata.2015.7","article-title":"The uk-dale dataset, domestic appliance-level electricity demand and whole-house demand from five uk homes","volume":"2","author":"kelly","year":"2015","journal-title":"Scientific Data"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EI252483.2021.9713195"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICRAS55217.2022.9842039"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.107862"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/s22155872"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3427771.3427845"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3408308.3427977"},{"key":"ref6","article-title":"Distilling the knowledge in a neural network","author":"hinton","year":"2015","journal-title":"Deep Learning and Representation Learning Workshop NIPS"},{"key":"ref5","article-title":"Fednilm: Applying federated learning to nilm applications at the edge","author":"zhang","year":"2022","journal-title":"IEEE Transactions on Green Communications and Networking"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10095109.pdf?arnumber=10095109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:02:04Z","timestamp":1700506924000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095109\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095109","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}